Free learning resources

Every resource curated across all roadmaps, in one searchable place. 38 shown.

All domains BlockChain Development Semiconductor Game Development AR & VR Business Analysis Cybersecurity Digital Marketing Finance & Investment Biotechnology UI & UX Design Space Technology Quantum Computing Kubernetes Cloud Computing DevOps Cloud and DevOps Robotics Artificial Intelligence Software Development Data Science Networking
All types docs · 2595 article · 1099 course · 754 opensource · 445 video · 364 practice · 255 tool · 236 book · 172
course Kaggle Learn Deep Learning micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI course MIT 18.06SC Linear Algebra Data Science / Data Science Roadmap 2026: From Beginner to Pro · Vectors and Matrices course DataTalksClub MLOps Zoomcamp Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment course GitHub Skills interactive courses Data Science / Data Science Roadmap 2026: From Beginner to Pro · Git and Version Control course Kaggle Learn Intro and Intermediate Machine Learning Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning course Mode Analytics SQL tutorial Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Analyst or BI Developer, $70K to $110K course Kaggle Learn Pandas micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Pandas and Polars course Google Python Class Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science course DataTalksClub MLOps Zoomcamp Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLflow Experiment Tracking course Mode Analytics SQL tutorial Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Scientist Generalist, $120K to $180K course Kaggle Learn Computer Vision micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Computer Vision with CNNs course Mode Analytics SQL for Data Analysis Data Science / Data Science Roadmap 2026: From Beginner to Pro · SQL for Data Extraction course fast.ai Practical Deep Learning for Coders Data Science / Data Science Roadmap 2026: From Beginner to Pro · Deep Learning and Generative AI course Kaggle Learn clustering exercises Data Science / Data Science Roadmap 2026: From Beginner to Pro · Unsupervised Clustering course MIT 18.06SC Linear Algebra Data Science / Data Science Roadmap 2026: From Beginner to Pro · Eigenvalues and PCA course Kaggle Learn Deep Learning micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Backpropagation and MLPs course Kaggle Learn Machine Learning Explainability Data Science / Data Science Roadmap 2026: From Beginner to Pro · Model Interpretability with SHAP course MIT 18.06SC Linear Algebra course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Hypothesis Testing course Kaggle Learn Python and SQL micro-courses Data Science / Data Science Roadmap 2026: From Beginner to Pro · Programming and Engineering course Khan Academy Statistics and Probability Data Science / Data Science Roadmap 2026: From Beginner to Pro · Mathematical Foundations course Kaggle Learn micro-courses Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Scientist Generalist, $120K to $180K course fast.ai Practical Deep Learning for Coders Data Science / Data Science Roadmap 2026: From Beginner to Pro · Computer Vision with CNNs course Kaggle Learn Python micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science course Kaggle Learn Pandas micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Wrangling and EDA course Kaggle Learn Deep Learning micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Transformers and RAG course DataTalksClub MLOps Zoomcamp Data Science / Data Science Roadmap 2026: From Beginner to Pro · Docker for Data Science course Kaggle Learn Intermediate Machine Learning Data Science / Data Science Roadmap 2026: From Beginner to Pro · XGBoost and LightGBM course fast.ai Practical Deep Learning for Coders Data Science / Data Science Roadmap 2026: From Beginner to Pro · Backpropagation and MLPs course MadeWithML MLOps course Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLOps and Deployment course Khan Academy Statistics and Probability Data Science / Data Science Roadmap 2026: From Beginner to Pro · Hypothesis Testing course MIT 18.06SC Linear Algebra by Gilbert Strang Data Science / Data Science Roadmap 2026: From Beginner to Pro · Mathematical Foundations course Kaggle Learn Data Visualization Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Analyst or BI Developer, $70K to $110K course Mode Analytics SQL for Data Analysis Data Science / Data Science Roadmap 2026: From Beginner to Pro · Programming and Engineering course DataTalksClub MLOps Zoomcamp Data Science / Data Science Roadmap 2026: From Beginner to Pro · Machine Learning Engineer, $150K to $250K course freeCodeCamp Python for Beginners Data Science / Data Science Roadmap 2026: From Beginner to Pro · Python for Data Science course MadeWithML MLOps course Data Science / Data Science Roadmap 2026: From Beginner to Pro · MLflow Experiment Tracking course Kaggle Learn Data Cleaning micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · Data Cleaning course Kaggle Learn Advanced SQL micro-course Data Science / Data Science Roadmap 2026: From Beginner to Pro · SQL for Data Extraction